Tobias K Fuchs, Anthony Collura, Ramu Anandakrishnan
{"title":"Ancestry-based disparities in cardiovascular outcomes and polygenic risk among adults with congenital heart disease in the All of Us Research Program.","authors":"Tobias K Fuchs, Anthony Collura, Ramu Anandakrishnan","doi":"10.1152/ajpheart.90019.2026","DOIUrl":null,"url":null,"abstract":"<p><p>Most individuals born with congenital heart disease now survive to adulthood, producing a growing population at risk for major adverse cardiovascular events (MACE). Ancestry-based disparities are incompletely characterized, and polygenic risk has not been related to outcomes. We analyzed 6,771 adult participants with adult congenital heart disease (ACHD) in All of Us (White <i>n</i> = 5,065, Hispanic <i>n</i> = 882, Black <i>n</i> = 824) and computed five polygenic scores: one for coronary artery disease and four for heart failure, trained on African, European, Hispanic or Latin American, and multiancestry data. MACE was present in 51.0% and differed by ancestry (Black 56.3%, White 50.7%, Hispanic 47.5%; <i>P</i> = 0.001). Black participants developed heart failure 11 years earlier (median 54 vs. 65 yr). The pooled disparity attenuated to the null after comorbidity adjustment, with chronic kidney disease accounting for 58.6% of the age- and sex-adjusted effect, but age-specific estimates opposed one another (adjusted OR 1.78 at 40, 0.66 at 80; interaction <i>P</i> < 0.001); survivor selection may contribute at older ages. No score improved discrimination or explained the disparity (area under the curve change ≤0.0047). The African-ancestry score was associated with heart failure alone (OR 1.09 per SD, <i>q</i> = 0.022); the European and multiancestry scores were associated with heart failure, arrhythmia, and MACE alike. Performance did not track training-population ancestry. The coronary and African-ancestry scores ordered the same participants in opposite directions (<i>r</i> = -0.198), indicating between-group offsets reflect allele frequency rather than genomic risk. Black participants underwent fewer structural cardiac reinterventions (8.6% vs. 16.4%; adjusted OR 0.47, <i>P</i> < 0.001) despite comparable adjusted ACE inhibitor or angiotensin receptor blocker prescription.<b>NEW & NOTEWORTHY</b> In 6,771 adult participants with adult congenital heart disease (ACHD), chronic kidney disease accounted for 58.6% of the Black-White MACE disparity, but the adjusted disparity varied with age, elevated at 40 and reversed by 80. Black participants received structural reintervention at half the rate of White participants. Of five polygenic scores, including four heart failure scores trained in different ancestry groups, none improved discrimination, none explained the disparity, and performance did not track training-population ancestry.</p>","PeriodicalId":7692,"journal":{"name":"American journal of physiology. Heart and circulatory physiology","volume":" ","pages":"H1824-H1849"},"PeriodicalIF":3.9000,"publicationDate":"2026-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"American journal of physiology. Heart and circulatory physiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1152/ajpheart.90019.2026","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/9/29 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
Most individuals born with congenital heart disease now survive to adulthood, producing a growing population at risk for major adverse cardiovascular events (MACE). Ancestry-based disparities are incompletely characterized, and polygenic risk has not been related to outcomes. We analyzed 6,771 adult participants with adult congenital heart disease (ACHD) in All of Us (White n = 5,065, Hispanic n = 882, Black n = 824) and computed five polygenic scores: one for coronary artery disease and four for heart failure, trained on African, European, Hispanic or Latin American, and multiancestry data. MACE was present in 51.0% and differed by ancestry (Black 56.3%, White 50.7%, Hispanic 47.5%; P = 0.001). Black participants developed heart failure 11 years earlier (median 54 vs. 65 yr). The pooled disparity attenuated to the null after comorbidity adjustment, with chronic kidney disease accounting for 58.6% of the age- and sex-adjusted effect, but age-specific estimates opposed one another (adjusted OR 1.78 at 40, 0.66 at 80; interaction P < 0.001); survivor selection may contribute at older ages. No score improved discrimination or explained the disparity (area under the curve change ≤0.0047). The African-ancestry score was associated with heart failure alone (OR 1.09 per SD, q = 0.022); the European and multiancestry scores were associated with heart failure, arrhythmia, and MACE alike. Performance did not track training-population ancestry. The coronary and African-ancestry scores ordered the same participants in opposite directions (r = -0.198), indicating between-group offsets reflect allele frequency rather than genomic risk. Black participants underwent fewer structural cardiac reinterventions (8.6% vs. 16.4%; adjusted OR 0.47, P < 0.001) despite comparable adjusted ACE inhibitor or angiotensin receptor blocker prescription.NEW & NOTEWORTHY In 6,771 adult participants with adult congenital heart disease (ACHD), chronic kidney disease accounted for 58.6% of the Black-White MACE disparity, but the adjusted disparity varied with age, elevated at 40 and reversed by 80. Black participants received structural reintervention at half the rate of White participants. Of five polygenic scores, including four heart failure scores trained in different ancestry groups, none improved discrimination, none explained the disparity, and performance did not track training-population ancestry.
大多数出生时患有先天性心脏病的人现在都能活到成年,这使得越来越多的人面临重大不良心血管事件(MACE)的风险。基于血统的差异尚未完全表征,多基因风险与结果无关。我们分析了All of Us的6771名成年ACHD参与者(白人n= 5065,西班牙裔n=882,黑人n=824),并计算了5个多基因评分:1个用于冠状动脉疾病,4个用于心衰,这些评分来自非洲、欧洲、西班牙裔或拉丁美洲和多祖先数据。51.0%的人存在MACE,不同的血统存在差异(黑人56.3%,白人50.7%,西班牙裔47.5%,P=0.001)。黑人受试者早11年出现心力衰竭(中位54岁vs. 65岁)。合并的差异在合并症调整后减弱为零,慢性肾脏疾病占年龄和性别调整效应的58.6%,但年龄特异性估计彼此相反(调整OR为1.78,80为0.66;相互作用P
期刊介绍:
The American Journal of Physiology-Heart and Circulatory Physiology publishes original investigations, reviews and perspectives on the physiology of the heart, vasculature, and lymphatics. These articles include experimental and theoretical studies of cardiovascular function at all levels of organization ranging from the intact and integrative animal and organ function to the cellular, subcellular, and molecular levels. The journal embraces new descriptions of these functions and their control systems, as well as their basis in biochemistry, biophysics, genetics, and cell biology. Preference is given to research that provides significant new mechanistic physiological insights that determine the performance of the normal and abnormal heart and circulation.